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IEEE Journal of Biomedical and Health Informatics, Volume 26
Volume 26, Number 1, January 2022
- Huazhu Fu
, Tao Zhou
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing. 4-6 - Ruixuan Zhang
A Progressive Generative Adversarial Method for Structurally Inadequate Medical Image Data Augmentation. 7-16 - Bo Zhan
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence. 17-26 - Bo Peng
Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement. 27-35 - Xingyu Gao
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease. 36-43 - Yuhao Niu
Explainable Diabetic Retinopathy Detection and Retinal Image Generation. 44-55 - Yi Zhou
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images. 56-66 - Xiuquan Du
Constraint-Based Unsupervised Domain Adaptation Network for Multi-Modality Cardiac Image Segmentation. 67-78 - Jun Li, Chaolu Feng
Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation. 79-89 - Haijun Lei, Weixin Liu
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation. 90-102 - Jun Chen
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. 103-114 - Ziyue Zhang
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs. 115-126 - Lalith Sharan
Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation. 127-138 - Yi Zhou
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN. 139-150 - Sukun Tian
DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks. 151-160 - Heekyung Koh
Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT. 161-171 - Yuexiang Li
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data. 172-182 - Ronan Doorley
Mobility and COVID-19 in Andorra: Country-Scale Analysis of High-Resolution Mobility Patterns and Infection Spread. 183-193 - Qingyun Ren, Bingyin Zhou
Detection of COVID-19 With CT Images Using Hybrid Complex Shearlet Scattering Networks. 194-205 - Jianbiao Xiao
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network. 206-217 - Jared Leitner
Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach. 218-228 - Grazia Cicirelli
Human Gait Analysis in Neurodegenerative Diseases: A Review. 229-242 - Yupeng Tian
Modeling and Reproducing Textile Sensor Noise: Implications for Textile-Compatible Signal Processing Algorithms. 243-253 - Nicholas J. Cooney
Humanoid Robot Based Platform to Evaluate the Efficacy of Using Inertial Sensors for Spasticity Assessment in Cerebral Palsy. 254-263 - Sun-Hee Kim
WeDea: A New EEG-Based Framework for Emotion Recognition. 264-275 - Yefei Zhang
Reconstruction of Missing Samples in Antepartum and Intrapartum FHR Measurements Via Mini-Batch-Based Minimized Sparse Dictionary Learning. 276-288 - Xiao Luan
Rubik-Net: Learning Spatial Information via Rotation-Driven Convolutions for Brain Segmentation. 289-300 - Yue Zhou
Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images. 301-311 - Yuchen Yuan
Multi-Level Attention Network for Retinal Vessel Segmentation. 312-323 - Bruno Silva
Automatic Assessment of Pectus Excavatum Severity From CT Images Using Deep Learning. 324-333 - Bangming Gong, Jing Shi, Xiangmin Han
Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine. 334-344 - Xindi Hu
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip. 345-358 - Yajie Chen, Dingkang Liang, Xiang Bai
Cell Localization and Counting Using Direction Field Map. 359-368 - Lin Deng
Scale-Adaptive Deep Model for Bacterial Raman Spectra Identification. 369-378 - Ying Xiong
A Unified Machine Reading Comprehension Framework for Cohort Selection. 379-387 - Julian Theis
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture. 388-399 - Cristhyne León
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. 400-410 - Jie Chen
Stroke Risk Prediction With Hybrid Deep Transfer Learning Framework. 411-422 - Zina M. Ibrahim
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. 423-435 - John Daniels
A Multitask Learning Approach to Personalized Blood Glucose Prediction. 436-445 - Yulian Ding, Xiujuan Lei
Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization. 446-457 - Chuan-Yuan Wang
Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization. 458-467 - Avishek Choudhury
Exploring the Role of the Internet, Care Quality and Communication in Shaping Mental Health: Analysis of the Health Information National Trends Survey. 468-477 - Wanyi Fu
Corrections to "iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and its Application to CT Organ Dosimetry". 478
Volume 26, Number 2, February 2022
- Xiaofang Xia
An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19. 482-493 - Cyprian Mataczynski
End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning. 494-504 - Maksym Gaiduk
Estimation of Sleep Stages Analyzing Respiratory and Movement Signals. 505-514 - MohammadReza Mohebbian
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN. 515-526 - Theekshana Dissanayake
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals. 527-538 - María Dolores Peláez-Coca
Impact of the PPG Sampling Rate in the Pulse Rate Variability Indices Evaluating Several Fiducial Points in Different Pulse Waveforms. 539-549 - Minsoo Yeo
Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data. 550-560 - Marco Di Rienzo
Multi-Site Pulse Transit Times, Beat-to-Beat Blood Pressure, and Isovolumic Contraction Time at Rest and Under Stressors. 561-571 - Teeranan Pokaprakarn
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks. 572-580 - Jae Sang Heo
Wide-Range Motion Recognition Through Insole Sensor Using Multi-Walled Carbon Nanotubes and Polydimethylsiloxane Composites. 581-588 - Yi Yang
Investigating of Deaf Emotion Cognition Pattern By EEG and Facial Expression Combination. 589-599 - Junfeng Gao
Brain Fingerprinting and Lie Detection: A Study of Dynamic Functional Connectivity Patterns of Deception Using EEG Phase Synchrony Analysis. 600-613 - Yue Zhang
DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation. 614-625 - Yingxue Xu
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification. 626-637 - Zhizhe Liu
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. 638-647 - Changqing Yang
Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images. 648-659 - Luca Tomasetti
Machine Learning Algorithms Versus Thresholding to Segment Ischemic Regions in Patients With Acute Ischemic Stroke. 660-672 - Jianhong Cheng
Multimodal Disentangled Variational Autoencoder With Game Theoretic Interpretability for Glioma Grading. 673-684 - Rui Li
A Photogrammetric Method for the Measurement of Three-Dimensional Cervical Range of Motion. 685-695 - Suil Jeon, Kyoung Min Lee, Seungbum Koo
Anomalous Gait Feature Classification From 3-D Motion Capture Data. 696-703 - Yanan Shao
Breast Cancer Detection Using Multimodal Time Series Features From Ultrasound Shear Wave Absolute Vibro-Elastography. 704-714 - Huiying Wen
Multiparametric Quantitative US Examination of Liver Fibrosis: A Feature-Engineering and Machine-Learning Based Analysis. 715-726 - Rui Zhu
HID: The Hybrid Image Decomposition Model for MRI and CT Fusion. 727-739 - Charmaine Chia, Matteo Sesia
Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets. 740-748 - Yuzhou Zhuang
APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images. 749-761 - Hongxu Yang
Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning. 762-773 - Yuqiang Zhang
An O-Shape Neural Network With Attention Modules to Detect Junctions in Biomedical Images Without Segmentation. 774-785 - Jian-Wei Zhang
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI. 786-797 - Pascal Lu
Multilevel Survival Modeling With Structured Penalties for Disease Prediction From Imaging Genetics Data. 798-808 - Breanna P. Swan
The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions - A Case Study on the Microvascular Complications of Diabetes. 809-817 - Niamh McCombe
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. 818-827 - Yu Fu
Harmony Loss for Unbalanced Prediction. 828-839 - Yuzhen Zhang
A Post-Hoc Interpretable Ensemble Model to Feature Effect Analysis in Warfarin Dose Prediction for Chinese Patients. 840-851 - Lei Cao
Category-Aware Chronic Stress Detection on Microblogs. 852-864 - Wanqing Xie, Lizhong Liang, Yao Lu, Chen Wang, Jihong Shen, Hui Luo, Xiaofeng Liu
Interpreting Depression From Question-Wise Long-Term Video Recording of SDS Evaluation. 865-875 - Zekai Wang
Multi-Branching Temporal Convolutional Network for Sepsis Prediction. 876-887 - Leixin Nie
Classification of Wideband Tympanometry by Deep Transfer Learning With Data Augmentation for Automatic Diagnosis of Otosclerosis. 888-897 - Saleh Baghersalimi
Personalized Real-Time Federated Learning for Epileptic Seizure Detection. 898-909 - Xue Hu
Head-Mounted Augmented Reality Platform for Markerless Orthopaedic Navigation. 910-921 - Seungwon Jung
Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting. 922-933
Volume 26, Number 3, March 2022
- Shaohua Wan
Guest Editorial Emerging IoT-Driven Smart Health: From Cloud to Edge. 937-938 - Xiao Zhang
HarMI: Human Activity Recognition Via Multi-Modality Incremental Learning. 939-951 - Peiqi Kang
Wrist-Worn Hand Gesture Recognition While Walking via Transfer Learning. 952-961 - Luigi Di Biasi
A Cloud Approach for Melanoma Detection Based on Deep Learning Networks. 962-972 - Priyan Malarvizhi Kumar
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems. 973-982 - Ardhendu Sekhar
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System. 983-991 - Dominik Klepl
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis. 992-1000 - Mohammad Shahbakhti
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection. 1001-1012 - Domenico Minici
Towards Automated Assessment of Frailty Status Using a Wrist-Worn Device. 1013-1022 - Amir Hossein Ansari
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. 1023-1033 - Xiao Gu
Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis. 1034-1044 - Kosuke Fukumori
Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions. 1045-1056 - Rong Tao
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs. 1057-1067 - Ashirbad Pradhan
Score, Rank, and Decision-Level Fusion Strategies of Multicode Electromyogram-Based Verification and Identification Biometrics. 1068-1079 - Yangqin Feng
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. 1080-1090 - Qing Liu
Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images. 1091-1102 - Huan Lao
Regression and Classification of Alzheimer's Disease Diagnosis Using NMF-TDNet Features From 3D Brain MR Image. 1103-1115 - Meng Wang
HD-RDS-UNet: Leveraging Spatial-Temporal Correlation Between the Decoder Feature Maps for Lymphoma Segmentation. 1116-1127 - Xiaofeng Liu
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI. 1128-1139 - Xiangyu Li
Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation. 1140-1151 - Trinh Thi Le Vuong
Multi-Scale Binary Pattern Encoding Network for Cancer Classification in Pathology Images. 1152-1163 - Zhao Yin
Assessment of Parkinson's Disease Severity From Videos Using Deep Architectures. 1164-1176 - Yuting He, Tiantian Li, Rongjun Ge, Jian Yang
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. 1177-1187 - Vassilis Tsafas
Application of a Deep-Learning Technique to Non-Linear Images From Human Tissue Biopsies for Shedding New Light on Breast Cancer Diagnosis. 1188-1195 - Zhanlan Chen
Deep Attention and Graphical Neural Network for Multiple Sclerosis Lesion Segmentation From MR Imaging Sequences. 1196-1207 - Chao Chen
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment. 1208-1218 - Junzhong Ji
Convolutional Neural Network With Sparse Strategies to Classify Dynamic Functional Connectivity. 1219-1228 - Xiaohui Du
SDoF-Net: Super Depth of Field Network for Cell Detection in Leucorrhea Micrograph. 1229-1238 - Yifan Wang
Learning From Highly Confident Samples for Automatic Knee Osteoarthritis Severity Assessment: Data From the Osteoarthritis Initiative. 1239-1250 - Ruikun Li
3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation. 1251-1262 - Kechen Shu
Improving Non-Invasive Aspiration Detection With Auxiliary Classifier Wasserstein Generative Adversarial Networks. 1263-1272 - Chae Hwa Yoo
Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network. 1273-1284 - Alan David Kaplan
Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. 1285-1296 - Laura Symul
Labeling Self-Tracked Menstrual Health Records With Hidden Semi-Markov Models. 1297-1308 - Olutomilayo Olayemi Petinrin
Particle Swarm Optimized Gaussian Process Classifier for Treatment Discontinuation Prediction in Multicohort Metastatic Castration-Resistant Prostate Cancer Patients. 1309-1317 - Eunji Kim, Seonghwan Park
Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions. 1318-1328 - Danit Itzkovich, Yarden Sharon
Generalization of Deep Learning Gesture Classification in Robotic-Assisted Surgical Data: From Dry Lab to Clinical-Like Data. 1329-1340 - Zhengguang Li
DocR-BERT: Document-Level R-BERT for Chemical-Induced Disease Relation Extraction via Gaussian Probability Distribution. 1341-1352 - Tommy Peng
Impulse Data Models for the Inverse Problem of Electrocardiography. 1353-1361 - Yiming Xu
Explainable Dynamic Multimodal Variational Autoencoder for the Prediction of Patients With Suspected Central Precocious Puberty. 1362-1373 - Alberto Blanco
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. 1374-1383 - Wei Peng
Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution. 1384-1393 - Wei Zhang
NMFLRR: Clustering scRNA-Seq Data by Integrating Nonnegative Matrix Factorization With Low Rank Representation. 1394-1405
Volume 26, Number 4, April 2022
- Sabah Mohammed
Guest Editorial: Data Analytics for Public Health Care. 1409-1410 - Tingting Chen
Discriminative Cervical Lesion Detection in Colposcopic Images With Global Class Activation and Local Bin Excitation. 1411-1421 - Yuanda Zhu
Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics. 1422-1431 - Iman Beheshti
Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation. 1432-1440 - Antonio Gómez Expósito
Monitoring and Tracking the Evolution of a Viral Epidemic Through Nonlinear Kalman Filtering: Application to the COVID-19 Case. 1441-1452 - Muhammad Tanveer
Classification of Alzheimer's Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning. 1453-1463 - R. Elakkiya
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks. 1464-1471 - Yi Feng
A Heterogeneous Ensemble Learning Method For Neuroblastoma Survival Prediction. 1472-1483 - Yibo Feng
PCXRNet: Pneumonia Diagnosis From Chest X-Ray Images Using Condense Attention Block and Multiconvolution Attention Block. 1484-1495 - Abhinav Dhere
COVID Detection From Chest X-Ray Images Using Multi-Scale Attention. 1496-1505 - Chia-Feng Juang
A Fuzzy Neural Network Model for Rapid Prediction of Optimal Positive Airway Pressures in OSAS Patients. 1506-1515 - Ali Akbari
A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing. 1516-1527 - Pulkit Sharma
Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data. 1528-1537 - Pedro Marinho R. de Oliveira
Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints. 1538-1548 - Jingyi Zheng
Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning. 1549-1559 - Narayan Schütz
A Sensor-Driven Visit Detection System in Older Adults' Homes: Towards Digital Late-Life Depression Marker Extraction. 1560-1569 - Yi Ding
MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation. 1570-1581 - Jintao Lu
GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images. 1582-1590 - Zeyu Fu
Facial Anatomical Landmark Detection Using Regularized Transfer Learning With Application to Fetal Alcohol Syndrome Recognition. 1591-1601 - Zhengdong Wang
Distribution-Guided Network Thresholding for Functional Connectivity Analysis in fMRI-Based Brain Disorder Identification. 1602-1613 - Paria Jeihouni, Omid Dehzangi
MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages. 1614-1627 - Qiqi Bao, Shiyu Mi
MDAN: Mirror Difference Aware Network for Brain Stroke Lesion Segmentation. 1628-1639 - Gongbo Liang
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging. 1640-1649 - Karen Panetta
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems. 1650-1659 - Yuhan Zhang
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. 1660-1671 - Xuenan Liu
VidAF: A Motion-Robust Model for Atrial Fibrillation Screening From Facial Videos. 1672-1683 - Yunxiang Li
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy. 1684-1695 - Pan Huang
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images. 1696-1707 - Yazdan Batmani
Automatic Artificial Pancreas Systems Using an Intelligent Multiple-Model PID Strategy. 1708-1717 - Jia Zeng
Fatigue-Sensitivity Comparison of sEMG and A-Mode Ultrasound based Hand Gesture Recognition. 1718-1725 - Nader Naghavi
Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson's Disease: A Novel Deep One-Class Classifier. 1726-1736 - Xiao Luo
A Deep Language Model for Symptom Extraction From Clinical Text and its Application to Extract COVID-19 Symptoms From Social Media. 1737-1748 - Ashwin Narayan
Real-Time Hierarchical Classification of Time Series Data for Locomotion Mode Detection. 1749-1760 - Anshul Thakur
Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications. 1761-1772 - Giorgio Grani
A Network-Based Analysis of Disease Modules From a Taxonomic Perspective. 1773-1781 - Jiahao Fan
Cancelable HD-SEMG Biometric Identification via Deep Feature Learning. 1782-1793 - Ahcène Boubekki
Clinically Relevant Features for Predicting the Severity of Surgical Site Infections. 1794-1801 - Chang Sik Son
Machine Learning to Identify Psychomotor Behaviors of Delirium for Patients in Long-Term Care Facility. 1802-1814 - Pavlo Yevtushenko
Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics. 1815-1825 - Chenyang Sun
Bilateral Asymmetry of Hand Force Production in Dynamic Physically-Coupled Tasks. 1826-1834 - Rong Wang
Flexible Brain Transitions Between Hierarchical Network Segregation and Integration Associated With Cognitive Performance During a Multisource Interference Task. 1835-1846 - Ian McLane
Comprehensive Analysis System for Automated Respiratory Cycle Segmentation and Crackle Peak Detection. 1847-1860 - Han Yu, Zi-Ang Shen, Pu-Feng Du
NPI-RGCNAE: Fast Predicting ncRNA-Protein Interactions Using the Relational Graph Convolutional Network Auto-Encoder. 1861-1871 - Cui-Na Jiao
Visualization and Analysis of Single Cell RNA-Seq Data by Maximizing Correntropy Based Non-Negative Low Rank Representation. 1872-1882 - Siguo Wang
FCNGRU: Locating Transcription Factor Binding Sites by Combing Fully Convolutional Neural Network With Gated Recurrent Unit. 1883-1890 - Ping Xuan
Learning Multi-Scale Heterogeneous Representations and Global Topology for Drug-Target Interaction Prediction. 1891-1902 - Shuo Zhang
Interpretability Analysis of One-Year Mortality Prediction for Stroke Patients Based on Deep Neural Network. 1903-1910
Volume 26, Number 5, May 2022
- Fazlullah Khan
Guest Editorial A Secured and Privacy-Preserved Smart Health Monitoring and Improvement System. 1914-1916 - Guangjun Wu
Privacy-Preserved Electronic Medical Record Exchanging and Sharing: A Blockchain-Based Smart Healthcare System. 1917-1927 - Xu Yu
A Privacy-Preserving Cross-Domain Healthcare Wearables Recommendation Algorithm Based on Domain-Dependent and Domain-Independent Feature Fusion. 1928-1936 - Hemant Ghayvat, Sharnil Pandya
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications. 1937-1948 - Hang Li
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things. 1949-1960 - Maryam Ebrahimi
A Secure and Decentralized Trust Management Scheme for Smart Health Systems. 1961-1968 - Sudarshan Nandy
An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network. 1969-1976 - Hu Xiong
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT. 1977-1986 - Jiun-Da Lin, Hung-Hsiang Lin
Lightweight Face Anti-Spoofing Network for Telehealth Applications. 1987-1996 - Ashwin Verma
VaCoChain: Blockchain-Based 5G-Assisted UAV Vaccine Distribution Scheme for Future Pandemics. 1997-2007 - Masood Habib
Machine Learning Based Healthcare System for Investigating the Association Between Depression and Quality of Life. 2008-2019 - Xiong Li
An Efficient Privacy-Preserving Public Auditing Protocol for Cloud-Based Medical Storage System. 2020-2031 - Muhammad Usman Abbasi
Improved and Secured Electromyography in the Internet of Health Things. 2032-2040 - Yangyang Bao
Efficient, Revocable, and Privacy-Preserving Fine-Grained Data Sharing With Keyword Search for the Cloud-Assisted Medical IoT System. 2041-2051 - Gianfranco Lombardo
Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. 2052-2062 - Li Zhu
Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables. 2063-2074 - Weinan Wang
Cuff-Less Blood Pressure Estimation From Photoplethysmography via Visibility Graph and Transfer Learning. 2075-2085 - Jinxuan Li
Transfer Learning Improves Accelerometer-Based Child Activity Recognition via Subject-Independent Adult-Domain Adaption. 2086-2095 - Serj Haddad
Continuous PPG-Based Blood Pressure Monitoring Using Multi-Linear Regression. 2096-2105 - Chen Chen
Non-Invasive Analysis of Motor Unit Activation During Simultaneous and Continuous Wrist Movements. 2106-2115 - Jing Nie
Pulse Taking by a Piezoelectric Film Sensor via Mode Energy Ratio Analysis Helps Identify Pregnancy Status. 2116-2123 - Honorine Niyigena Ingabire
Analysis of ECG Signals by Dynamic Mode Decomposition. 2124-2135 - Oishee Mazumder
Synthetic PPG Signal Generation to Improve Coronary Artery Disease Classification: Study With Physical Model of Cardiovascular System. 2136-2146 - Lijuan Duan
An Automatic Method for Epileptic Seizure Detection Based on Deep Metric Learning. 2147-2157 - Chengcheng Shan
Wearable Personal Core Body Temperature Measurement Considering Individual Differences and Dynamic Tissue Blood Perfusion. 2158-2168 - Jeonghee Kim
Fitts' Law Based Performance Metrics to Quantify Tremor in Individuals With Essential Tremor. 2169-2179 - K. Aditya Mohan
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. 2180-2191 - Usman Ghafoor
Neuromodulatory Effects of HD-tACS/tDCS on the Prefrontal Cortex: A Resting-State fNIRS-EEG Study. 2192-2203 - Yi Jiang, Weixun Chen
DeepRayburst for Automatic Shape Analysis of Tree-Like Structures in Biomedical Images. 2204-2215 - Xiaofei Wang
Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images. 2216-2227 - Feiyan Li
A Novel Framework With Weighted Decision Map Based on Convolutional Neural Network for Cardiac MR Segmentation. 2228-2239 - Shuai Li
Automatic Dental Plaque Segmentation Based on Local-to-Global Features Fused Self-Attention Network. 2240-2251 - Abhishek Srivastava
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation. 2252-2263 - Xiaoming Qi
MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation. 2264-2275 - Asha Das
NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images. 2276-2287 - Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. 2288-2298 - Fatemeh Hasanzadeh
A Nonlinear Effective Connectivity Measure Based on Granger Causality and Volterra Series. 2299-2307 - Jiyang Wang
Taking a Deeper Look at the Brain: Predicting Visual Perceptual and Working Memory Load From High-Density fNIRS Data. 2308-2319 - Zhou-Xuan Li, Yue-Ming Zha, Guang-Yun Jiang, Yao-Xiong Huang
AI Aided Analysis on Saliva Crystallization of Pregnant Women for Accurate Estimation of Delivery Date and Fetal Status. 2320-2330 - Konstantinos P. Exarchos
Review of Artificial Intelligence Techniques in Chronic Obstructive Lung Disease. 2331-2338 - Javier Gálvez-Goicurla
Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases. 2339-2350 - Haodi Zhong
Clustering Demographics and Sequences of Diagnosis Codes. 2351-2359 - Irfan Aygün
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning. 2360-2369 - Jiawei Luo
Data Integration Using Tensor Decomposition for the Prediction of miRNA-Disease Associations. 2370-2378 - Qian Zhao, Jiaqi Ma
Mul-SNO: A Novel Prediction Tool for S-Nitrosylation Sites Based on Deep Learning Methods. 2379-2387 - Marios Prasinos
A Modelling Framework for Evidence-Based Public Health Policy Making. 2388-2399
Volume 26, Number 6, June 2022
- Zhihan Lv
Editorial Augmented Reality for Bioinformatics. 2403-2404 - Zhaoyang Liu
BDBB: A Novel Beta-Distribution-Based Biclustering Algorithm for Revealing Local Co-Methylation Patterns in Epi-Transcriptome Profiling Data. 2405-2416 - Youcef Djenouri
Secure Collaborative Augmented Reality Framework for Biomedical Informatics. 2417-2424 - Xin-Chi Shi
Metabolic and Transcriptional Analysis of Recombinant Saccharomyces Cerevisiae for Xylose Fermentation: A Feasible and Efficient Approach. 2425-2434 - Le Sun
PerAE: An Effective Personalized AutoEncoder for ECG-Based Biometric in Augmented Reality System. 2435-2446 - Li Feng
Particle-Based Calculation and Visualization of Protein Cavities Using SES Models. 2447-2457 - Chunfeng Ma
Understanding Dynamics of Pandemic Models to Support Predictions of COVID-19 Transmission: Parameter Sensitivity Analysis of SIR-Type Models. 2458-2468 - Gang Li
Multimodal Biosensing for Vestibular Network-Based Cybersickness Detection. 2469-2480 - Michael Chan
Respiratory Rate Estimation Using U-Net-Based Cascaded Framework From Electrocardiogram and Seismocardiogram Signals. 2481-2492 - Jia Wen Li
Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing. 2493-2503 - Hua Fang
Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI. 2504-2514 - Xupeng Lu
Development of a Wearable Gesture Recognition System Based on Two-Terminal Electrical Impedance Tomography. 2515-2523 - Jorge Oliveira
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. 2524-2535 - Yi Sun
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia. 2536-2546 - Zhitao Guo
MSANet: Multiscale Aggregation Network Integrating Spatial and Channel Information for Lung Nodule Detection. 2547-2558 - Zenghui Wang
Transformer Model for Functional Near-Infrared Spectroscopy Classification. 2559-2569 - Jiangdian Song
Automatic Lung Nodule Segmentation and Intra-Nodular Heterogeneity Image Generation. 2570-2581 - Mingquan Lin
Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images. 2582-2593 - Jindrich Brablik
A Comparison of Alternative Approaches to MR Cardiac Triggering: A Pilot Study at 3 Tesla. 2594-2605 - Wenjie Liu
Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients. 2606-2614 - Zhuo Kuang
Uncertainty-Aware Deep Learning With Cross-Task Supervision for PHE Segmentation on CT Images. 2615-2626 - Jacob T. Antunes
RADIomic Spatial TexturAl Descriptor (RADISTAT): Quantifying Spatial Organization of Imaging Heterogeneity Associated With Tumor Response to Treatment. 2627-2636 - Shiqiang Zheng, Xin Yang, Yifan Wang
Unsupervised Cross-Modality Domain Adaptation Network for X-Ray to CT Registration. 2637-2647 - Jianan He
Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation. 2648-2659 - Zhenyu Lin
CT-Guided Survival Prediction of Esophageal Cancer. 2660-2669 - Eleonora D'Arnese
On the Automation of Radiomics-Based Identification and Characterization of NSCLC. 2670-2679 - Yang Ma, Chaoyi Zhang
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. 2680-2692 - Jing Zhao, Yongjun He
AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation. 2693-2702 - Richard Jiang
Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation. 2703-2713 - Yin Liang
Multi-Level Functional Connectivity Fusion Classification Framework for Brain Disease Diagnosis. 2714-2725 - Anurag Das, Bobak Mortazavi
Predicting the Macronutrient Composition of Mixed Meals From Dietary Biomarkers in Blood. 2726-2736 - Daniel Barrejón
Medical Data Wrangling With Sequential Variational Autoencoders. 2737-2745 - Stefan Jokic
TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning. 2746-2757 - Hoda Nemat, Heydar Khadem, Mohammad R. Eissa, Jackie Elliott, Mohammed Benaissa:
Blood Glucose Level Prediction: Advanced Deep-Ensemble Learning Approach. 2758-2769 - Xiaoming Shi
Understanding Patient Query With Weak Supervision From Doctor Response. 2770-2777 - Guanhua Ye, Hongzhi Yin
Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent. 2778-2786 - Brian Tracey
Voice Biomarkers of Recovery From Acute Respiratory Illness. 2787-2795 - Andrew E. Blanchard
A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification. 2796-2803 - Akanksha Pathak
Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram Based Atherosclerotic Coronary Artery Disease Detection. 2804-2813 - Hector Lafuente
Identification of Hypoxia-Ischemia by Chemometrics Considering Systemic Changes of Physiology. 2814-2821 - Zhaoxi Zhang
DeepRCI: Predicting ATP-Binding Proteins Using the Residue-Residue Contact Information. 2822-2829 - Herty Liany
An Algorithm to Mine Therapeutic Motifs for Cancer From Networks of Genetic Interactions. 2830-2838 - Ping Xuan
Graph Triple-Attention Network for Disease-Related LncRNA Prediction. 2839-2849
Volume 26, Number 7, July 2022
- Peikai Zou, Yaxin Wang, Huaxuan Cai, Tao Peng
Wearable Iontronic FMG for Classification of Muscular Locomotion. 2854-2863 - Rebecca Mieloszyk
A Comparison of Wearable Tonometry, Photoplethysmography, and Electrocardiography for Cuffless Measurement of Blood Pressure in an Ambulatory Setting. 2864-2875 - Jinshan Xu
Network Theory Based EHG Signal Analysis and its Application in Preterm Prediction. 2876-2887 - Kimia Dinashi
Compression of EMG Signals Using Deep Convolutional Autoencoders. 2888-2897 - Tharindu Fernando
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. 2898-2908 - Bohee Lee
Synergy Through Integration of Wearable EEG and Virtual Reality for Mild Cognitive Impairment and Mild Dementia Screening. 2909-2919 - Mariachiara Ricci
The Impact of Wearable Electronics in Assessing the Effectiveness of Levodopa Treatment in Parkinson's Disease. 2920-2928 - Xiaoyu Wang
An ECG Signal Denoising Method Using Conditional Generative Adversarial Net. 2929-2940 - Hector E. Romero
Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks. 2941-2950 - Gang Wang
Flexible Dual-Channel Digital Auscultation Patch With Active Noise Reduction for Bowel Sound Monitoring and Application. 2951-2962 - Kang Yue
Investigate the Neuro Mechanisms of Stereoscopic Visual Fatigue. 2963-2973 - Josefine Vilsbøll Sundgaard
A Deep Learning Approach for Detecting Otitis Media From Wideband Tympanometry Measurements. 2974-2982 - Peng Liu
Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification. 2983-2994 - Dechun Wang
AFP-Mask: Anchor-Free Polyp Instance Segmentation in Colonoscopy. 2995-3006 - Hongzhi Zhu
A Unified Representation of Control Logic in Human-Ultrasound Machine Interaction. 3007-3014 - Gang Lu
Landmark Localization for Cephalometric Analysis Using Multiscale Image Patch-Based Graph Convolutional Networks. 3015-3024 - Komal Mariam
On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks. 3025-3036 - Boris Shirokikh
Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application. 3037-3046 - Menghua Xia
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. 3047-3058 - Mengyun Qiao
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. 3059-3067 - Xia-an Bi
Pathogeny Detection for Mild Cognitive Impairment via Weighted Evolutionary Random Forest With Brain Imaging and Genetic Data. 3068-3079 - Hee Guan Khor
Ultrasound Speckle Reduction Using Wavelet-Based Generative Adversarial Network. 3080-3091 - Qing Huang
Minimizing Probability Graph Connectivity Cost for Discontinuous Filamentary Structures Tracing in Neuron Image. 3092-3103 - Wangbin Ding
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion. 3104-3115 - Wufeng Xue
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention. 3116-3126 - Yuchen Pei
Building a Risk Prediction Model for Postoperative Pulmonary Vein Obstruction via Quantitative Analysis of CTA Images. 3127-3138 - Zhibin Liao
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. 3139-3150 - Evgenios N. Kornaropoulos
Joint Deformable Image Registration and ADC Map Regularization: Application to DWI-Based Lymphoma Classification. 3151-3162 - Zhiyang Gao, Zhiyang Lu, Jun Wang
A Convolutional Neural Network and Graph Convolutional Network Based Framework for Classification of Breast Histopathological Images. 3163-3173 - Zhe Xu
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. 3174-3184 - Fangxu Xing
Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting. 3185-3196 - Huaqi Zhang, Jie Liu
Cross-Boosted Multi-Target Domain Adaptation for Multi-Modality Histopathology Image Translation and Segmentation. 3197-3208 - Zhen-Liang Ni
Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation. 3209-3217 - Tan N. N. Doan, Boram Song
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images. 3218-3228 - Jordan J. Bannister
A Deep Invertible 3-D Facial Shape Model for Interpretable Genetic Syndrome Diagnosis. 3229-3239 - Xingbo Liu
Learning Binary Semantic Embedding for Large-Scale Breast Histology Image Analysis. 3240-3250 - Zefang Han
A Dual-Encoder-Single-Decoder Based Low-Dose CT Denoising Network. 3251-3260 - Xiaoya Qiao
Improving Breast Tumor Segmentation in PET via Attentive Transformation Based Normalization. 3261-3271 - Ali Hatamizadeh
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging. 3272-3283 - George Nousias
Video-Based Eye Blink Identification and Classification. 3284-3293 - Metin Akay
Healthcare Innovations to Address the Challenges of the COVID-19 Pandemic. 3294-3302 - Vanessa Borba de Souza, Jéferson Campos Nobre
DAC Stacking: A Deep Learning Ensemble to Classify Anxiety, Depression, and Their Comorbidity From Reddit Texts. 3303-3311 - Ersilia Vallefuoco
Personalized Training via Serious Game to Improve Daily Living Skills in Pediatric Patients With Autism Spectrum Disorder. 3312-3322 - Lin Wang
A Time-Series Feature-Based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients. 3323-3329 - Hewon Jung
Estimation of Tidal Volume Using Load Cells on a Hospital Bed. 3330-3341 - Yange Chen, Qinyu Mao, Baocang Wang
Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis. 3342-3353 - Hangsik Shin
XGBoost Regression of the Most Significant Photoplethysmogram Features for Assessing Vascular Aging. 3354-3361 - Shishir Rao
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. 3362-3372 - Wonseok Choi
Unsupervised Gait Phase Estimation With Domain-Adversarial Neural Network and Adaptive Window. 3373-3384 - Manuel Lozano-Garcia
Noninvasive Assessment of Neuromechanical and Neuroventilatory Coupling in COPD. 3385-3396 - Adenrele Oduntan, Oladapo Oyebode
"I Let Depression and Anxiety Drown Me...": Identifying Factors Associated With Resilience Based on Journaling Using Machine Learning and Thematic Analysis. 3397-3408 - Maryam Eskandari
Frailty Identification Using Heart Rate Dynamics: A Deep Learning Approach. 3409-3417 - Michal Borsky
Toward Sleep Study Automation: Detection Evaluation of Respiratory-Related Events. 3418-3426 - Lei Wang
MDADP: A Webserver Integrating Database and Prediction Tools for Microbe-Disease Associations. 3427-3434 - Ronglin Gong
Self-Supervised Bi-Channel Transformer Networks for Computer-Aided Diagnosis. 3435-3446 - Chuanhao Zhang
CMS2-Net: Semi-Supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity. 3447-3457 - Chun-Chuan Chen
Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder. 3458-3465 - Bingtao Zhang
Computer-Aided Recognition Based on Decision-Level Multimodal Fusion for Depression. 3466-3477 - Yongjian Ren
A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism. 3478-3485 - Trevor Exley
Predicting UPDRS Motor Symptoms in Individuals With Parkinson's Disease From Force Plates Using Machine Learning. 3486-3494 - Ye Yuan, Tianhong Quan
Noise-Immune Extreme Ensemble Learning for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus. 3495-3506 - Jonathan Koss
Hierarchical Denoising of Ordinal Time Series of Clinical Scores. 3507-3516 - Apiwat Ditthapron
Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU. 3517-3528 - Yikai Yang
A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification. 3529-3538 - Yingjun Ma
DeepMNE: Deep Multi-Network Embedding for lncRNA-Disease Association Prediction. 3539-3549 - Hui Xia, Yasemin M. Akay
Investigating miRNA-mRNA Interactions and Gene Regulatory Networks From VTA Dopaminergic Neurons Following Perinatal Nicotine and Alcohol Exposure Using Bayesian Network Analysis. 3550-3555 - Na-Na Zhang
SLRRSC: Single-Cell Type Recognition Method Based on Similarity and Graph Regularization Constraints. 3556-3566 - Samitha Somathilaka
A Graph-Based Molecular Communications Model Analysis of the Human Gut Bacteriome. 3567-3577 - Juan Wang
Multi-View Random-Walk Graph Regularization Low-Rank Representation for Cancer Clustering and Differentially Expressed Gene Selection. 3578-3589
Volume 26, Number 8, August 2022
- Min Chen, Hamid Gharavi
Guest Editorial Sensing Psychological Parameters and AI-Enabled Emotion Care for Human Wellness. 3594-3596 - Simon Abramov
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study. 3597-3606 - Minmin Miao
Automated CCA-MWF Algorithm for Unsupervised Identification and Removal of EOG Artifacts From EEG. 3607-3617 - Yixue Hao
An End-to-End Human Abnormal Behavior Recognition Framework for Crowds With Mentally Disordered Individuals. 3618-3625 - Xiaojun Yu
Computerized Multidomain EEG Classification System: A New Paradigm. 3626-3637 - Seng-Khoon Teh
Predictive Accuracy of Digital Biomarker Technologies for Detection of Mild Cognitive Impairment and Pre-Frailty Amongst Older Adults: A Systematic Review and Meta-Analysis. 3638-3648 - Yi-Ta Chen
An Effective Entropy-Assisted Mind-Wandering Detection System Using EEG Signals of MM-SART Database. 3649-3660 - Angelo Damone
Decision-Making Algorithm and Predictive Model to Assess the Impact of Infectious Disease Epidemics on the Healthcare System: The COVID-19 Case Study in Italy. 3661-3672 - Shuojue Yang
Learning COVID-19 Pneumonia Lesion Segmentation From Imperfect Annotations via Divergence-Aware Selective Training. 3673-3684 - Adnan Haider
Deep Features Aggregation-Based Joint Segmentation of Cytoplasm and Nuclei in White Blood Cells. 3685-3696 - Dong-Kyu Kim
DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography. 3697-3707 - Pan Yao
Multi-Dimensional Feature Combination Method for Continuous Blood Pressure Measurement Based on Wrist PPG Sensor. 3708-3719 - Yaozong Mai
Non-Contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory. 3720-3730 - Jingbin Guo, Xiang Chen
An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine. 3731-3742 - Cihan Berk Güngör
A Stochastic Resonance Electrocardiogram Enhancement Algorithm for Robust QRS Detection. 3743-3754 - Junfeng Gao
Effective Connectivity in Cortical Networks During Deception: A Lie Detection Study Based on EEG. 3755-3766 - Simon Geirnaert
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. 3767-3778 - Sanjay Chandrasekaran
Estimation of Step Length With Wearable Thigh Sensor Using an Unscented Kalman Filter. 3779-3790 - Peng Zhang
Semi-Supervised Learning for Automatic Atrial Fibrillation Detection in 24-Hour Holter Monitoring. 3791-3801 - Eedara Prabhakararao
Multi-Scale Convolutional Neural Network Ensemble for Multi-Class Arrhythmia Classification. 3802-3812 - Siqi Zhang
Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy With Centrotemporal Spikes. 3813-3821 - Tianzhe Bao
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control. 3822-3835 - Kai Li, Jiang Wang
Gating Attractor Dynamics of Frontal Cortex Under Acupuncture via Recurrent Neural Network. 3836-3847 - Zhilin Guo
Vision-Based Finger Tapping Test in Patients With Parkinson's Disease via Spatial-Temporal 3D Hand Pose Estimation. 3848-3859 - Hong Huang
Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT. 3860-3871 - Jiadong Yang
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. 3872-3883 - Ming Fan
A Framework for Deep Multitask Learning With Multiparametric Magnetic Resonance Imaging for the Joint Prediction of Histological Characteristics in Breast Cancer. 3884-3895 - Jingfei Hu
Multi-Scale Interactive Network With Artery/Vein Discriminator for Retinal Vessel Classification. 3896-3905 - Md Sanzid Bin Hossain
DeepBBWAE-Net: A CNN-RNN Based Deep SuperLearner for Estimating Lower Extremity Sagittal Plane Joint Kinematics Using Shoe-Mounted IMU Sensors in Daily Living. 3906-3917 - Mona Ashtari-Majlan
A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer's Disease Using Structural MRI Images. 3918-3926 - Simon Schürer-Waldheim
Robust Fovea Detection in Retinal OCT Imaging Using Deep Learning. 3927-3937 - Zhiyang Lu, Jun Li, Chaoyue Wang
S2Q-Net: Mining the High-Pass Filtered Phase Data in Susceptibility Weighted Imaging for Quantitative Susceptibility Mapping. 3938-3949 - Wallapak Tavanapong
Artificial Intelligence for Colonoscopy: Past, Present, and Future. 3950-3965 - Li Sun
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis. 3966-3975 - Wenbo Shi
Attention Gate Based Dual-Pathway Network for Vertebra Segmentation of X-Ray Spine Images. 3976-3987 - Huimin Huang
MTL-ABS3Net: Atlas-Based Semi-Supervised Organ Segmentation Network With Multi-Task Learning for Medical Images. 3988-3998 - Kai Han
An Effective Semi-Supervised Approach for Liver CT Image Segmentation. 3999-4007 - Qianyu Wu
Masked Joint Bilateral Filtering via Deep Image Prior for Digital X-Ray Image Denoising. 4008-4019 - Trung-Hieu Hoang
Towards a Comprehensive Solution for a Vision-Based Digitized Neurological Examination. 4020-4031 - Huimin Zhao
SC2Net: A Novel Segmentation-Based Classification Network for Detection of COVID-19 in Chest X-Ray Images. 4032-4043 - Along Song, Lisheng Xu
Automatic Coronary Artery Segmentation of CCTA Images With an Efficient Feature-Fusion-and-Rectification 3D-UNet. 4044-4055 - Xiejing Li
Ultrasound Entropy Imaging for Detection and Monitoring of Thermal Lesion During Microwave Ablation of Liver. 4056-4066 - Xiaoxiao Cui
TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography. 4067-4078 - Ankit Gupta
SimSearch: A Human-in-The-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images. 4079-4089 - Guanghui Yue
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation. 4090-4099 - Huifeng Zhang
Divergent and Convergent Imaging Markers Between Bipolar and Unipolar Depression Based on Machine Learning. 4100-4110 - Weisen Wang
Learning Two-Stream CNN for Multi-Modal Age-Related Macular Degeneration Categorization. 4111-4122 - Shangxuan Li
Adaptive Multimodal Fusion With Attention Guided Deep Supervision Net for Grading Hepatocellular Carcinoma. 4123-4131 - Chuanqing Wang
NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses. 4132-4141 - Lizong Deng
PIAT: An Evolutionarily Intelligent System for Deep Phenotyping of Chinese Electronic Health Records. 4142-4152 - Loukas Ilias
Explainable Identification of Dementia From Transcripts Using Transformer Networks. 4153-4164 - Ruichen Liu
A Wearable Gait Analysis and Recognition Method for Parkinson's Disease Based on Error State Kalman Filter. 4165-4175 - Yi Liu
A Home-based Tele-rehabilitation System With Enhanced Therapist-patient Remote Interaction: A Feasibility Study. 4176-4186 - Andrea Moglia
5G in Healthcare: From COVID-19 to Future Challenges. 4187-4196 - Sumeet Kalia
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. 4197-4206 - Diana F. Sousa
Biomedical Relation Extraction With Knowledge Graph-Based Recommendations. 4207-4217 - Ricardo Cardoso Pereira
Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data. 4218-4227 - Julio J. Portella
Using Machine Learning to Identify Organ System Specific Limitations to Exercise via Cardiopulmonary Exercise Testing. 4228-4237 - Jiechao Gao
Redemptive Resource Sharing and Allocation Scheme for Internet of Things-Assisted Smart Healthcare Systems. 4238-4247 - Caogen Hong
Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis With Competing Risks. 4248-4257 - Shuhui Liu, Bo Fu
Dynamic Sepsis Prediction for Intensive Care Unit Patients Using XGBoost-Based Model With Novel Time-Dependent Features. 4258-4269 - Yurim Lee
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data. 4270-4280 - Arash Golibagh Mahyari
Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises. 4281-4290 - Shuo Liu
Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. 4291-4302 - Zetian Zheng
Subclass-Specific Prognosis and Treatment Efficacy Inference in Head and Neck Squamous Carcinoma. 4303-4313 - Fang Lin
Adaptive Multi-Modal Fusion Framework for Activity Monitoring of People With Mobility Disability. 4314-4324 - Ni Liao, Jian Dai, Yao Tang, Qiaoyong Zhong
iCVM: An Interpretable Deep Learning Model for CVM Assessment Under Label Uncertainty. 4325-4334 - Weidun Xie
SRG-Vote: Predicting Mirna-Gene Relationships via Embedding and LSTM Ensemble. 4335-4344 - Jiawei Luo
Multi-Relation Graph Embedding for Predicting miRNA-Target Gene Interactions by Integrating Gene Sequence Information. 4345-4353
Volume 26, Number 9, September 2022
- Tao Tan, Ravi Soni, Jungong Han, Shuo Li
Guest Editorial Artificial Intelligence in Pre-DICOM. 4357-4358 - Jiarui Sun
Automatic Video Analysis Framework for Exposure Region Recognition in X-Ray Imaging Automation. 4359-4370 - Haining Wei
Undersampled Multi-Contrast MRI Reconstruction Based on Double-Domain Generative Adversarial Network. 4371-4377 - Wenjin Wang
Fundamentals of Camera-PPG Based Magnetic Resonance Imaging. 4378-4389 - Heng Liu
Progressive Residual Learning With Memory Upgrade for Ultrasound Image Blind Super-Resolution. 4390-4401 - Huaying Hao
Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction. 4402-4413 - Ahnryul Choi, Euyhyun Park
A Novel Optimization-Based Convolution Neural Network to Estimate the Contribution of Sensory Inputs to Postural Stability During Quiet Standing. 4414-4425 - Monika Butkuviene
Wearable-Based Assessment of Frailty Trajectories During Cardiac Rehabilitation After Open-Heart Surgery. 4426-4435 - Mastaneh Torkamani-Azar
Methods and Measures for Mental Stress Assessment in Surgery: A Systematic Review of 20 Years of Literature. 4436-4449 - Ali Wajdan
Automatic Detection of Aortic Valve Events Using Deep Neural Networks on Cardiac Signals From Epicardially Placed Accelerometer. 4450-4461 - Akram Fatayer
sEMG-Based Gesture Recognition Using Deep Learning From Noisy Labels. 4462-4473 - Weichang Ding, Jun Wang
Joint Localization and Classification of Breast Cancer in B-Mode Ultrasound Imaging via Collaborative Learning With Elastography. 4474-4485 - Shuhao Zheng
Severity Assessment of Cervical Spondylotic Myelopathy Based on Intelligent Video Analysis. 4486-4496 - Mingyuan Meng
DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT. 4497-4507 - Yuting Shi
Regularized Asymmetric Susceptibility Tensor Imaging in the Human Brain in Vivo. 4508-4518 - Hao Fu
HMRNet: High and Multi-Resolution Network With Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy. 4519-4529 - Barlo Hillen
Towards Exercise Radiomics: Deep Neural Network-Based Automatic Analysis of Thermal Images Captured During Exercise. 4530-4540 - Ilya Pershin
Artificial Intelligence for the Analysis of Workload-Related Changes in Radiologists' Gaze Patterns. 4541-4550 - Yiwen Ye
MFI-Net: Multiscale Feature Interaction Network for Retinal Vessel Segmentation. 4551-4562 - Haichun Li
Reconstruction-Assisted Feature Encoding Network for Histologic Subtype Classification of Non-Small Cell Lung Cancer. 4563-4574 - Fanwen Wang
Multiple B-Value Model-Based Residual Network (MORN) for Accelerated High-Resolution Diffusion-Weighted Imaging. 4575-4586 - Zhaodong Sun
Non-Contact Atrial Fibrillation Detection From Face Videos by Learning Systolic Peaks. 4587-4598 - Sukesh Adiga V
Attention-Based Dynamic Subspace Learners for Medical Image Analysis. 4599-4610 - Maral Rasoolijaberi, Morteza Babaie
Multi-Magnification Image Search in Digital Pathology. 4611-4622 - Wentao Liu
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation. 4623-4634 - Miao Zhang
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging. 4635-4644 - Zhuo Deng
RFormer: Transformer-Based Generative Adversarial Network for Real Fundus Image Restoration on a New Clinical Benchmark. 4645-4655 - Jia Wu
An Artificial Intelligence Multiprocessing Scheme for the Diagnosis of Osteosarcoma MRI Images. 4656-4667 - Jian Qin
A Multi-Task Feature Fusion Model for Cervical Cell Classification. 4668-4678 - Saban Öztürk
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. 4679-4690 - Qian Rong, Shuai Ding
Non-Contact Negative Mood State Detection Using Reliability-Focused Multi-Modal Fusion Model. 4691-4701 - Min Hyuk Lim
Multi-Task Disentangled Autoencoder for Time-Series Data in Glucose Dynamics. 4702-4713 - Zhilin Yong
Bayesian Comorbidity Network and Cost Analysis for Asthma. 4714-4724 - Shu Wang
Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study. 4725-4732 - Nils Roth
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease. 4733-4742 - Emilia Fushimi
A Dual-Hormone Multicontroller for Artificial Pancreas Systems. 4743-4750 - Fabio Dell'Agnola
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. 4751-4762 - Chamani Shiranthika
Supervised Optimal Chemotherapy Regimen Based on Offline Reinforcement Learning. 4763-4772 - Jeng-Lin Li
A Chunking-for-Pooling Strategy for Cytometric Representation Learning for Automatic Hematologic Malignancy Classification. 4773-4784 - Saransh Gupta
Integrative Network Modeling Highlights the Crucial Roles of Rho-GDI Signaling Pathway in the Progression of non-Small Cell Lung Cancer. 4785-4793 - Jiazhou Chen, Jie Huang, Yi Liao, Lei Zhu, Hongmin Cai
Identify Multiple Gene-Drug Common Modules via Constrained Graph Matching. 4794-4805
Volume 26, Number 10, October 2022
- Muhammad Tanveer
Guest Editorial Advanced Machine Learning Algorithms for Biomedical Data and Imaging. 4809-4813 - Sibo Qiao
FLDS: An Intelligent Feature Learning Detection System for Visualizing Medical Images Supporting Fetal Four-Chamber Views. 4814-4825 - S. M. A. Sharif
Deep Perceptual Enhancement for Medical Image Analysis. 4826-4836 - Ankit Gupta
A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. 4837-4848 - Weikai Li
Human-Guided Functional Connectivity Network Estimation for Chronic Tinnitus Identification: A Modularity View. 4849-4858 - Wei Shao
A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression. 4859-4868 - Edoardo Prezioso
Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning. 4869-4879 - Ziyue Yang
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. 4880-4891 - Ihsan Dag, Linda Greta Dui
Leveraging Deep Learning Techniques to Improve P300-Based Brain Computer Interfaces. 4892-4902 - Anand Shankar
Seizure Types Classification by Generating Input Images With in-Depth Features From Decomposed EEG Signals for Deep Learning Pipeline. 4903-4912 - Phattarapong Sawangjai, Manatsanan Trakulruangroj, Chiraphat Boonnag
EEGANet: Removal of Ocular Artifacts From the EEG Signal Using Generative Adversarial Networks. 4913-4924 - Qiao Yu
GNN-Based Depression Recognition Using Spatio-Temporal Information: A fNIRS Study. 4925-4935 - Gengyuan Wang, Xiaolong Zeng, Guanquan Lai, Guoqing Zhong, Ke Ma
Efficient Subject-Independent Detection of Anterior Cruciate Ligament Deficiency Based on Marine Predator Algorithm and Support Vector Machine. 4936-4947 - Jing Huang
An Improved Neural Network Based on SENet for Sleep Stage Classification. 4948-4956 - Richa Dhanuka
A Semi-Supervised Autoencoder-Based Approach for Protein Function Prediction. 4957-4965 - Ruobin Gao
Inpatient Discharges Forecasting for Singapore Hospitals by Machine Learning. 4966-4975 - Kai Yao
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation. 4976-4986 - Zhaocheng Yu, Junxin Chen
DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal. 4987-4995 - Ruilin Li
Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics. 4996-5003 - Amin Ul Haq
IIMFCBM: Intelligent Integrated Model for Feature Extraction and Classification of Brain Tumors Using MRI Clinical Imaging Data in IoT-Healthcare. 5004-5012 - Linsen Xie
DMCGNet: A Novel Network for Medical Image Segmentation With Dense Self-Mimic and Channel Grouping Mechanism. 5013-5024 - Min Liu
A Deep Learning Method for Breast Cancer Classification in the Pathology Images. 5025-5032 - Xianghao Zhan
Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction. 5033-5041 - Houbing Song
Guest Editorial AI-Driven Synthetic Biology for Human Wellbeing. 5042-5043 - Chunyan Li
3DMol-Net: Learn 3D Molecular Representation Using Adaptive Graph Convolutional Network Based on Rotation Invariance. 5044-5054 - Liu Chang
AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical Systems. 5055-5066 - Ritesh Sharma
Deep-AVPpred: Artificial Intelligence Driven Discovery of Peptide Drugs for Viral Infections. 5067-5074 - Lei Wang
NSECDA: Natural Semantic Enhancement for CircRNA-Disease Association Prediction. 5075-5084 - Xugang Xi
Analysis of Functional Corticomuscular Coupling Based on Multiscale Transfer Spectral Entropy. 5085-5096 - Hong Wang
A Novel PPG-FMG-ACC Wristband for Hand Gesture Recognition. 5097-5108 - Maria N. Moussa
Breast Tumor Detection, Sizing and Localization Using a 24-Element Antenna Array. 5109-5121 - Min Wang
Non-Invasive Glucose Metabolism Quantification Method Based on Unilateral ICA Image Derived Input Function by Hybrid PET/MR in Ischemic Cerebrovascular Disease. 5122-5129 - Bo Hu
Recursive Decomposition Network for Deformable Image Registration. 5130-5141 - Baolian Qi, Gangming Zhao
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images. 5142-5153 - Wenjian Sun
A Fully Deep Learning Paradigm for Pneumoconiosis Staging on Chest Radiographs. 5154-5164 - Yineng Hua, Zengqiang Yan
Symmetry-Aware Deep Learning for Cerebral Ventricle Segmentation With Intra-Ventricular Hemorrhage. 5165-5176 - Xiangyu Xiong
A Cascaded Multi-Task Generative Framework for Detecting Aortic Dissection on 3-D Non-Contrast-Enhanced Computed Tomography. 5177-5188 - Wenting Chen
Dynamic Depth-Aware Network for Endoscopy Super-Resolution. 5189-5200 - Yifan Wu, Min Zeng
A Pseudo Label-Wise Attention Network for Automatic ICD Coding. 5201-5212 - Alphanie Midelet
Bayesian Structural Time Series With Synthetic Controls for Evaluating the Impact of Mask Changes in Residual Apnea-Hypopnea Index Telemonitoring Data. 5213-5222 - Yin Tang
Dual-Branch Interactive Networks on Multichannel Time Series for Human Activity Recognition. 5223-5234 - Yuzhou Wu
JAN: Joint Attention Networks for Automatic ICD Coding. 5235-5246 - Min Tan
LSTformer: Long Short-Term Transformer for Real Time Respiratory Prediction. 5247-5257 - Chen Wang, Junyin Zhang, Li Cheng, Jiawei Wu, Minfeng Xiao
DPProm: A Two-Layer Predictor for Identifying Promoters and Their Types on Phage Genome Using Deep Learning. 5258-5266 - Jonathan A. Handler
Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden. 5267-5278
Volume 26, Number 11, November 2022
- Francesco Pappalardo
Toward A Regulatory Pathway for the Use of in Silico Trials in the CE Marking of Medical Devices. 5282-5286 - Shuihua Wang, Zhengchao Dong, Zheng Zhang, Yuankai Huo
Guest Editorial Emerging Challenges for Deep Learning. 5287-5288 - Xin Zhang
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI. 5289-5297 - Guokai Zhang
Cross-Modal Prostate Cancer Segmentation via Self-Attention Distillation. 5298-5309 - Feiyi Fang
Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation. 5310-5320 - Shuaiqi Liu
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition. 5321-5331 - J. M. Górriz
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. 5332-5343 - Siying Chen
Reinforcement Learning Based Diagnosis and Prediction for COVID-19 by Optimizing a Mixed Cost Function From CT Images. 5344-5354 - Amogh Manoj Joshi
MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning CNN for COVID-19 Diagnosis From CT Images. 5355-5363 - Tusar Kanti Dash
Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19. 5364-5371 - Massimo Walter Rivolta
Spatial Correlation Between Myocyte's Repolarization Times and Their Alternans Drives T-Wave Alternans on the ECG. 5372-5383 - Zongtian Yin
A Wearable Ultrasound Interface for Prosthetic Hand Control. 5384-5393 - Yu Huang
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification. 5394-5405 - Lin Feng
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism. 5406-5417 - Yulin Sun
Continuous Seizure Detection Based on Transformer and Long-Term iEEG. 5418-5427 - Minsoo Yeo
Robust Method for Screening Sleep Apnea With Single-Lead ECG Using Deep Residual Network: Evaluation With Open Database and Patch-Type Wearable Device Data. 5428-5438 - Robin Kraft
Dealing With Inaccurate Sensor Data in the Context of Mobile Crowdsensing and mHealth. 5439-5449 - Ping Shi
Improving the Robustness and Adaptability of sEMG-Based Pattern Recognition Using Deep Domain Adaptation. 5450-5460 - Shurun Wang
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network. 5461-5472 - Ying-Sheng Lin, Yi-Pao Wu, Yi-Chung Wu
Achieving Accurate Automatic Sleep Apnea/Hypopnea Syndrome Assessment Using Nasal Pressure Signal. 5473-5481 - Jonathan Martinez
Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning. 5482-5493 - Anviti Pandey, Sanjay Kumar Singh
Epileptic Seizure Classification Using Battle Royale Search and Rescue Optimization-Based Deep LSTM. 5494-5505 - Yu Bai
A Scalable Graph-Based Framework for Multi-Organ Histology Image Classification. 5506-5517 - Uday Kamal
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays. 5518-5528 - Jeong-Won Jeong
Multi-Scale Deep Learning of Clinically Acquired Multi-Modal MRI Improves the Localization of Seizure Onset Zone in Children With Drug-Resistant Epilepsy. 5529-5539 - Bin Pu
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments. 5540-5550 - Dianlin Hu
PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT. 5551-5562 - Ziqiang Ling
Intelligent Assistant Diagnosis System of Osteosarcoma MRI Image Based on Transformer and Convolution in Developing Countries. 5563-5574 - Furkan Eren, Mete Aslan
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis. 5575-5583 - Guofen Wang, Weisheng Li
Medical Image Fusion and Denoising Algorithm Based on a Decomposition Model of Hybrid Variation-Sparse Representation. 5584-5595 - Jeffry Wicaksana
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification. 5596-5607 - Junzhong Ji
Deep Forest With Multi-Channel Message Passing and Neighborhood Aggregation Mechanisms for Brain Network Classification. 5608-5618 - Zhixun Zhou
A Cascaded Multi-Stage Framework for Automatic Detection and Segmentation of Pulmonary Nodules in Developing Countries. 5619-5630 - Bin Yan, Mingtao Pei
Prior Guided Transformer for Accurate Radiology Reports Generation. 5631-5640 - Qinrui Ling
A Joint Constrained CCA Model for Network-Dependent Brain Subregion Parcellation. 5641-5652 - Minwook Choi
Deep Neural Network for Navigation of a Single-Element Transducer During Transcranial Focused Ultrasound Therapy: Proof of Concept. 5653-5664 - Yuanchen Wu, Yuan Zhou, Weiming Zeng
An Attention-Based 3D CNN With Multi-Scale Integration Block for Alzheimer's Disease Classification. 5665-5673 - Jianda Han
A Functional Region Decomposition Method to Enhance fNIRS Classification of Mental States. 5674-5683 - Chaoxun Guo, Zhixing Jiang, David Zhang
Multi-Feature Complementary Learning for Diabetes Mellitus Detection Using Pulse Signals. 5684-5694 - Bahareh Ansari
Investigating User-Generated Content in an Online Drug Recovery Forum: Lessons for Successful Computer-Mediated Communication of Social Support. 5695-5703 - Bing-Jhang Lin
Mental Status Detection for Schizophrenia Patients via Deep Visual Perception. 5704-5715 - Jing Teng
A Dynamic Bayesian Model for Breast Cancer Survival Prediction. 5716-5727 - Roshan Tourani
Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. 5728-5737 - Chuan-Yuan Wang
Evaluating Gene Regulatory Network Activity From Dynamic Expression Data by Regularized Constraint Programming. 5738-5749 - Javier Díaz Alonso, Francisco Abad Navarro
Using Machine Learning for Predicting the Effect of Mutations in the Initiation Codon. 5750-5756 - Xinliang Sun
Partner-Specific Drug Repositioning Approach Based on Graph Convolutional Network. 5757-5765
Volume 26, Number 12, December 2022
- Chinmay Chakraborty
Guest Editorial AIoMT-Enabled Medical Sensors for Remote Patient Monitoring and Body-Area Interfacing: Design and Implementation, Practical Use, and Real Measurements and Patient Monitoring. 5769-5771 - Jiarong Chen
Edge2Analysis: A Novel AIoT Platform for Atrial Fibrillation Recognition and Detection. 5772-5782 - Hui Zhang, Junxin Chen
Low-Cost and Confidential ECG Acquisition Framework Using Compressed Sensing and Chaotic Systems for Wireless Body Area Network. 5783-5792 - Sajid Ali, Shaker H. Ali El-Sappagh, Farman Ali
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data. 5793-5804 - Mahmuda Akter, Nour Moustafa
Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare Systems. 5805-5816 - Zhiwei Guo
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things. 5817-5828 - Jiefan Qiu
Skeleton-Based Abnormal Behavior Detection Using Secure Partitioned Convolutional Neural Network Model. 5829-5840 - Shiliang Shao
Obstructive Sleep Apnea Detection Scheme Based on Manually Generated Features and Parallel Heterogeneous Deep Learning Model Under IoMT. 5841-5850 - Atonu Ghosh
Persistent Service Provisioning Framework for IoMT Based Emergency Mobile Healthcare Units. 5851-5858 - Qing Su, Enhai Ou
SimH: A Novel Representation Learning Model With Activation and Projection Mechanisms for COVID-19 Knowledge Bases. 5859-5869 - Yihang Wang, Chunjuan Jiang, Youqing Wu, Tianxu Lv, Heng Sun, Yuan Liu, Lihua Li
Semantic-Powered Explainable Model-Free Few-Shot Learning Scheme of Diagnosing COVID-19 on Chest X-Ray. 5870-5882 - Xiangyu Wang
Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches. 5883-5894 - Longbin Zhang
Ankle Joint Torque Prediction Using an NMS Solver Informed-ANN Model and Transfer Learning. 5895-5906 - Yiming Zhang
A Refined Blood Pressure Estimation Model Based on Single Channel Photoplethysmography. 5907-5917 - Nabil Sabor
Robust Arrhythmia Classification Based on QRS Detection and a Compact 1D-CNN for Wearable ECG Devices. 5918-5929 - Alejandro Pascual-Valdunciel
Prediction of Pathological Tremor Signals Using Long Short-Term Memory Neural Networks. 5930-5941 - Cederick Landry
Cuffless Blood Pressure Estimation During Moderate- and Heavy-Intensity Exercise Using Wearable ECG and PPG. 5942-5952 - Nick Coronato, Donald E. Brown
Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts. 5953-5963 - Zhunan Li, Enwei Zhu
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition. 5964-5973 - Alessandro Mengarelli
Identification of Neurodegenerative Diseases From Gait Rhythm Through Time Domain and Time-Dependent Spectral Descriptors. 5974-5982 - Dolores Blanco-Almazán
Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity. 5983-5991 - Eedara Prabhakararao
Atrial Fibrillation Burden Estimation Using Multi-Task Deep Convolutional Neural Network. 5992-6002 - Ping-Ju Lin
A Transferable Deep Learning Prognosis Model for Predicting Stroke Patients' Recovery in Different Rehabilitation Trainings. 6003-6011 - Yi-Feng Chen
Continuous Bimanual Trajectory Decoding of Coordinated Movement From EEG Signals. 6012-6023 - Virgilio Kmetzsch
Disease Progression Score Estimation From Multimodal Imaging and MicroRNA Data Using Supervised Variational Autoencoders. 6024-6035 - Tijana Sustersic
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. 6036-6046 - Eryan Feng
MRI Generated From CT for Acute Ischemic Stroke Combining Radiomics and Generative Adversarial Networks. 6047-6057 - Ling Chen
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images. 6058-6069 - Jong Hak Moon
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. 6070-6080 - G. Jignesh Chowdary
A Dual-Branch Network for Diagnosis of Thorax Diseases From Chest X-Rays. 6081-6092 - Kwang-Hyun Uhm
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis With Incomplete Data. 6093-6104 - Wufeng Xue
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation. 6105-6115 - Tarique Anwar
EDBase: Generating a Lexicon Base for Eating Disorders Via Social Media. 6116-6125 - Chetanya Puri
Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection. 6126-6137 - Deyu Zhang
Brain-Controlled 2D Navigation Robot Based on a Spatial Gradient Controller and Predictive Environmental Coordinator. 6138-6149 - Byungjo Lee
Prediction Models for Identifying Ion Channel-Modulating Peptides via Knowledge Transfer Approaches. 6150-6160
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